conftrace_

noise handling

38 papers

Explore in graph

Co-occurring keywords

neural network (6616) distant supervision (315) large language model (13587) noise robustness (173) named entity recognition (2813) neural machine translation (2310) relation extraction (919) benchmark evaluation (1556) noisy datum (44) transition matrix (28)

Papers

Robust Preference Optimization via Dynamic Target Margins ACL 2025
RepFace: Refining Closed-Set Noise with Progressive Label Correction for Face Recognition AAAI 2025
More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives ACL 2025
Leveraging Moment Injection for Enhanced Semi-supervised Natural Language Inference with Large Language Models NAACL 2025
Pandora’s Box or Aladdin’s Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models ACL 2025
Investigating large language models for their competence in extracting grammatically sound sentences from transcribed noisy utterances CONLL 2024
RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning EMNLP 2024
Optimizing Entity Resolution in Voice Interfaces: An ASR-Aware Entity Reference Expansion Approach EMNLP 2024
Enhancing Multi-Label Text Classification under Label-Dependent Noise: A Label-Specific Denoising Framework EMNLP 2024
Denoising-Aware Contrastive Learning for Noisy Time Series IJCAI 2024
Understanding the Effects of Noise in Text-to-SQL: An Examination of the BIRD-Bench Benchmark ACL 2024
An Investigation of Noise in Morphological Inflection ACL 2023
Dialogue Rewriting via Skeleton-Guided Generation AAAI 2023
SANTA: Separate Strategies for Inaccurate and Incomplete Annotation Noise in Distantly-Supervised Named Entity Recognition ACL 2023
Noise Handling in Data-driven Predictive Control: A Strategy Based on Dynamic Mode Decomposition L4DC 2022
Dual Decoupling Training for Semi-supervised Object Detection with Noise-Bypass Head AAAI 2022
An Effective, Performant Named Entity Recognition System for Noisy Business Telephone Conversation Transcripts COLING 2022
NAN: Noise-Aware NeRFs for Burst-Denoising CVPR 2022
Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites CVPR 2022
Learning Feature Weights using Reward Modeling for Denoising Parallel Corpora EMNLP 2021
PhD Learning: Learning With Pompeiu-Hausdorff Distances for Video-Based Vehicle Re-Identification CVPR 2021
Active Imitation Learning with Noisy Guidance ACL 2020
Learning with Noise: Improving Distantly-Supervised Fine-grained Entity Typing via Automatic Relabeling IJCAI 2020
Active Testing: An Unbiased Evaluation Method for Distantly Supervised Relation Extraction EMNLP 2020
Controlled Hallucinations: Learning to Generate Faithfully from Noisy Data EMNLP 2020